Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.161656 0.177278 0.194319 0.214391 0.237516 0.263482 0.295070
2025-06-01 0.133186 0.153967 0.178438 0.209796 0.249527 0.299064 0.366958
2025-06-08 0.116902 0.140249 0.169295 0.208939 0.263053 0.336621 0.448601
2025-06-15 0.106439 0.131437 0.163917 0.210590 0.278451 0.378052 0.545304
2025-06-22 0.094701 0.119251 0.152115 0.201080 0.275600 0.391437 0.601576
2025-06-29 0.086048 0.110152 0.143242 0.194110 0.274715 0.406732 0.664419
2025-07-06 0.079508 0.103269 0.136631 0.189390 0.276169 0.425530 0.738929
2025-07-13 0.076704 0.101322 0.136811 0.194858 0.294769 0.477768 0.899922
2025-07-20 0.074607 0.100151 0.137919 0.201771 0.316798 0.541526 1.116570
2025-07-27 0.072548 0.098820 0.138578 0.207896 0.338320 0.609875 1.384100
2025-08-03 0.070398 0.097154 0.138501 0.212651 0.357965 0.679734 1.704688
2025-08-10 0.067235 0.093686 0.135202 0.211250 0.365000 0.722367 1.970579
2025-08-17 0.062791 0.088036 0.128054 0.202376 0.355747 0.724041 2.096146
2025-08-24 0.059620 0.084240 0.123763 0.198462 0.356741 0.753454 2.367848
2025-08-31 0.057287 0.081644 0.121300 0.197744 0.364697 0.804696 2.801440
2025-09-07 0.055532 0.079869 0.120089 0.199290 0.378085 0.876680 3.454983
2025-09-14 0.052271 0.075448 0.113977 0.190490 0.365525 0.865052 3.597324
2025-09-21 0.049610 0.071902 0.109211 0.184029 0.357858 0.867688 3.854170
2025-09-28 0.047453 0.069098 0.105608 0.179650 0.354794 0.885289 4.265324
2025-10-05 0.046828 0.068830 0.106523 0.184723 0.376655 0.998816 5.793362
2025-10-12 0.046404 0.068873 0.107995 0.191130 0.403448 1.145911 8.401273
2025-10-19 0.045885 0.068716 0.109076 0.196803 0.429575 1.307702 12.557111
2025-10-26 0.045219 0.068267 0.109567 0.201202 0.453122 1.475570 19.194033